Triple
T20334685
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Level II |
E492575
|
entity |
| Predicate | hasNotableMemberInLineup |
P59046
|
FINISHED |
| Object |
Mark Middleton
Mark Middleton is a musician known for performing with the hardcore punk band Level II.
|
E1427763
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Mark Middleton | Statement: [Level II, hasNotableMemberInLineup, Mark Middleton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mark Middleton Context triple: [Level II, hasNotableMemberInLineup, Mark Middleton]
-
A.
Mark Middleton
Mark Middleton is an American R&B singer best known as a lead vocalist of the 1990s group Blackstreet, contributing to several of their hit songs.
-
B.
Mark Middleton
Mark Middleton is a British music producer best known for his work with the R&B boy band Another Level during the late 1990s.
-
C.
Mark Middleton
Mark Middleton is a prominent British architect and senior partner at Grimshaw Architects, known for leading major international infrastructure and cultural projects.
-
D.
Peter Middleton
Peter Middleton was a British pilot and businessman best known as the paternal grandfather of Catherine, Princess of Wales.
-
E.
Max Middleton
Max Middleton is an English keyboardist and composer best known for his influential jazz-rock and fusion work in the 1970s, particularly with guitarist Jeff Beck.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Mark Middleton Triple: [Level II, hasNotableMemberInLineup, Mark Middleton]
Generated description
Mark Middleton is a musician known for performing with the hardcore punk band Level II.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mark Middleton Target entity description: Mark Middleton is a musician known for performing with the hardcore punk band Level II.
-
A.
Mark Middleton
Mark Middleton is an American R&B singer best known as a lead vocalist of the 1990s group Blackstreet, contributing to several of their hit songs.
-
B.
Mark Middleton
Mark Middleton is a prominent British architect and senior partner at Grimshaw Architects, known for leading major international infrastructure and cultural projects.
-
C.
Mark Middleton
Mark Middleton is a British music producer best known for his work with the R&B boy band Another Level during the late 1990s.
-
D.
Peter Middleton
Peter Middleton was a British pilot and businessman best known as the paternal grandfather of Catherine, Princess of Wales.
-
E.
Max Middleton
Max Middleton is an English keyboardist and composer best known for his influential jazz-rock and fusion work in the 1970s, particularly with guitarist Jeff Beck.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69e0b4a1a09881908d97270d6971a25a |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e677ea8a088190b2b37accd6b24277 |
completed | April 20, 2026, 7 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a087608cf4081908ae5c7b9a21e69af |
completed | May 16, 2026, 1:50 p.m. |
| NEDg | Description generation | batch_6a0877441fc88190a6308238638eb6d3 |
completed | May 16, 2026, 1:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0877eba3f88190a8e3752a1299404e |
completed | May 16, 2026, 1:58 p.m. |
Created at: April 16, 2026, 11:23 a.m.